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--- |
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annotations_creators: |
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- expert-generated |
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language_creators: |
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- expert-generated |
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language: |
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- fa |
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license: |
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- cc-by-nc-sa-4.0 |
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multilinguality: |
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- monolingual |
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size_categories: |
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- 1K<n<10K |
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source_datasets: |
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- extended|quora|google |
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task_categories: |
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- query-paraphrasing |
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task_ids: |
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- query-paraphrasing |
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--- |
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# Dataset Card for PersiNLU (Query Paraphrasing) |
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## Table of Contents |
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- [Dataset Card for PersiNLU (Query Paraphrasing)](#dataset-card-for-persi_nlu_query_paraphrasing) |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Initial Data Collection and Normalization](#initial-data-collection-and-normalization) |
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- [Who are the source language producers?](#who-are-the-source-language-producers) |
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- [Annotations](#annotations) |
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- [Annotation process](#annotation-process) |
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- [Who are the annotators?](#who-are-the-annotators) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** [Github](https://github.com/persiannlp/parsinlu/) |
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- **Repository:** [Github](https://github.com/persiannlp/parsinlu/) |
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- **Paper:** [Arxiv](https://arxiv.org/abs/2012.06154) |
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- **Leaderboard:** |
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- **Point of Contact:** [email protected] |
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### Dataset Summary |
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A Persian query paraphrasng task (deciding whether two questions are paraphrases of each other). |
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The questions are partially generated from Google auto-complete, and partially translated from the Quora paraphrasing dataset. |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages |
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The text dataset is in Persian (`fa`). |
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## Dataset Structure |
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### Data Instances |
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Here is an example from the dataset: |
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```json |
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{ |
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"q1": "اعمال حج تمتع از چه روزی شروع میشود؟", |
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"q2": "ویار از چه روزی شروع میشود؟", |
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"label": "0", |
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"category": "natural" |
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} |
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``` |
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### Data Fields |
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- `q1`: the first question. |
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- `q2`: the second question. |
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- `category`: whether the questions are mined from Quora (`qqp`) or they're extracted from Google auto-complete (`natural`). |
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- `label`: `1` if the questions are paraphrases; `0` otherwise. |
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### Data Splits |
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The train/dev/test splits contains 1830/898/1916 samples. |
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## Dataset Creation |
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### Curation Rationale |
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For details, check [the corresponding draft](https://arxiv.org/abs/2012.06154). |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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CC BY-NC-SA 4.0 License |
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### Citation Information |
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```bibtex |
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@article{huggingface:dataset, |
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title = {ParsiNLU: A Suite of Language Understanding Challenges for Persian}, |
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authors = {Khashabi, Daniel and Cohan, Arman and Shakeri, Siamak and Hosseini, Pedram and Pezeshkpour, Pouya and Alikhani, Malihe and Aminnaseri, Moin and Bitaab, Marzieh and Brahman, Faeze and Ghazarian, Sarik and others}, |
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year={2020} |
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journal = {arXiv e-prints}, |
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eprint = {2012.06154}, |
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} |
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``` |
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### Contributions |
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Thanks to [@danyaljj](https://github.com/danyaljj) for adding this dataset. |
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